Jamila Talb, Paul Takam Kamga, Marie Mayenga, Adrien Costantini, Catherine Julié, Coraline Dumenil, Jennifer Dumoulin, Julia Ouaknine, Violaine Giraud, Cécile Dujon, Reza Azarian, Claire Glaser, Jean-François Emile, Etienne Giroux Leprieur
{"title":"PD-L1 高的非小细胞肺癌对 pembrolizumab 治疗难治的基因表达谱。","authors":"Jamila Talb, Paul Takam Kamga, Marie Mayenga, Adrien Costantini, Catherine Julié, Coraline Dumenil, Jennifer Dumoulin, Julia Ouaknine, Violaine Giraud, Cécile Dujon, Reza Azarian, Claire Glaser, Jean-François Emile, Etienne Giroux Leprieur","doi":"10.1007/s00262-022-03206-4","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Despite high expression of PD-L1, around half of advanced non-small cell lung cancer (NSCLC) will not experience tumor response with pembrolizumab. There is an need for a better understanding of the resistance mechanisms in this setting.</p><p><strong>Methods: </strong>This bi-centric retrospective study included all consecutive patients with PDL1 ≥ 50% advanced NSCLC treated with pembrolizumab in first-line treatment between 2016 and 2020. We compared the clinical characteristics of patients with early progression (refractory) vs others. We performed a comprehensive gene expression profile screening by RNAseq capture on tumor samples.</p><p><strong>Results: </strong>We included 46 patients. Twenty-two patients were refractory to pembrolizumab, mainly women, with poor performance status and lower albumin concentration. RNAseq analysis was performed on 19 samples. Hierarchical clustering allowed the identification of 3 clusters with various proportion of refractory tumors: intermediate (C1: 57%), high (C2: 71%) and low proportion (C3: 40%). Comparative analysis between C2 and C3 allowed the identification of overexpressed (n = 137) and underexpressed (n = 40) genes. Among the genes of interest, C2 exhibits higher activation of pathways associated with stemness phenotype (Hedgehog, Notch and Hippo pathways) and pathways associated with loss of PTEN and JAK2. In C2, genes associated with PD-1, toll-like receptor-9 (TLR-9), major histocompatibility complex (MHC) and interferon-γ pathways were underexpressed.</p><p><strong>Conclusion: </strong>This study gives an overview of activated and downregulated pathways in high PD-L1 NSCLC refractory to pembrolizumab. These tumors showed activation of pathways associated with cancer stem cells, loss of PTEN and JAK2, and inhibition of both priming and effector phases of the immune response.</p>","PeriodicalId":54611,"journal":{"name":"Physikalische Medizin Rehabilitationsmedizin Kurortmedizin","volume":"26 1","pages":"2791-2799"},"PeriodicalIF":0.5000,"publicationDate":"2022-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10992407/pdf/","citationCount":"0","resultStr":"{\"title\":\"Gene expression profile of high PD-L1 non-small cell lung cancers refractory to pembrolizumab.\",\"authors\":\"Jamila Talb, Paul Takam Kamga, Marie Mayenga, Adrien Costantini, Catherine Julié, Coraline Dumenil, Jennifer Dumoulin, Julia Ouaknine, Violaine Giraud, Cécile Dujon, Reza Azarian, Claire Glaser, Jean-François Emile, Etienne Giroux Leprieur\",\"doi\":\"10.1007/s00262-022-03206-4\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Despite high expression of PD-L1, around half of advanced non-small cell lung cancer (NSCLC) will not experience tumor response with pembrolizumab. There is an need for a better understanding of the resistance mechanisms in this setting.</p><p><strong>Methods: </strong>This bi-centric retrospective study included all consecutive patients with PDL1 ≥ 50% advanced NSCLC treated with pembrolizumab in first-line treatment between 2016 and 2020. We compared the clinical characteristics of patients with early progression (refractory) vs others. We performed a comprehensive gene expression profile screening by RNAseq capture on tumor samples.</p><p><strong>Results: </strong>We included 46 patients. Twenty-two patients were refractory to pembrolizumab, mainly women, with poor performance status and lower albumin concentration. RNAseq analysis was performed on 19 samples. Hierarchical clustering allowed the identification of 3 clusters with various proportion of refractory tumors: intermediate (C1: 57%), high (C2: 71%) and low proportion (C3: 40%). Comparative analysis between C2 and C3 allowed the identification of overexpressed (n = 137) and underexpressed (n = 40) genes. Among the genes of interest, C2 exhibits higher activation of pathways associated with stemness phenotype (Hedgehog, Notch and Hippo pathways) and pathways associated with loss of PTEN and JAK2. In C2, genes associated with PD-1, toll-like receptor-9 (TLR-9), major histocompatibility complex (MHC) and interferon-γ pathways were underexpressed.</p><p><strong>Conclusion: </strong>This study gives an overview of activated and downregulated pathways in high PD-L1 NSCLC refractory to pembrolizumab. These tumors showed activation of pathways associated with cancer stem cells, loss of PTEN and JAK2, and inhibition of both priming and effector phases of the immune response.</p>\",\"PeriodicalId\":54611,\"journal\":{\"name\":\"Physikalische Medizin Rehabilitationsmedizin Kurortmedizin\",\"volume\":\"26 1\",\"pages\":\"2791-2799\"},\"PeriodicalIF\":0.5000,\"publicationDate\":\"2022-11-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10992407/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Physikalische Medizin Rehabilitationsmedizin Kurortmedizin\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1007/s00262-022-03206-4\",\"RegionNum\":4,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2022/4/18 0:00:00\",\"PubModel\":\"Epub\",\"JCR\":\"Q4\",\"JCRName\":\"REHABILITATION\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Physikalische Medizin Rehabilitationsmedizin Kurortmedizin","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1007/s00262-022-03206-4","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2022/4/18 0:00:00","PubModel":"Epub","JCR":"Q4","JCRName":"REHABILITATION","Score":null,"Total":0}
Gene expression profile of high PD-L1 non-small cell lung cancers refractory to pembrolizumab.
Background: Despite high expression of PD-L1, around half of advanced non-small cell lung cancer (NSCLC) will not experience tumor response with pembrolizumab. There is an need for a better understanding of the resistance mechanisms in this setting.
Methods: This bi-centric retrospective study included all consecutive patients with PDL1 ≥ 50% advanced NSCLC treated with pembrolizumab in first-line treatment between 2016 and 2020. We compared the clinical characteristics of patients with early progression (refractory) vs others. We performed a comprehensive gene expression profile screening by RNAseq capture on tumor samples.
Results: We included 46 patients. Twenty-two patients were refractory to pembrolizumab, mainly women, with poor performance status and lower albumin concentration. RNAseq analysis was performed on 19 samples. Hierarchical clustering allowed the identification of 3 clusters with various proportion of refractory tumors: intermediate (C1: 57%), high (C2: 71%) and low proportion (C3: 40%). Comparative analysis between C2 and C3 allowed the identification of overexpressed (n = 137) and underexpressed (n = 40) genes. Among the genes of interest, C2 exhibits higher activation of pathways associated with stemness phenotype (Hedgehog, Notch and Hippo pathways) and pathways associated with loss of PTEN and JAK2. In C2, genes associated with PD-1, toll-like receptor-9 (TLR-9), major histocompatibility complex (MHC) and interferon-γ pathways were underexpressed.
Conclusion: This study gives an overview of activated and downregulated pathways in high PD-L1 NSCLC refractory to pembrolizumab. These tumors showed activation of pathways associated with cancer stem cells, loss of PTEN and JAK2, and inhibition of both priming and effector phases of the immune response.
期刊介绍:
The Journal of Physical and Rehabilitation Medicine offers you the most up-to-date information about physical medicine in clinic and practice, as well as interdisciplinary information about rehabilitation medicine and spa medicine.
Publishing 6 issues a year, the journal includes selected original research articles and reviews as well as guidelines and summaries of the latest research findings. The journal also publishes society news and editorial material. “Online first” publication ensures rapid dissemination of knowledge.